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counterfactual
and fairness
. Now the method to simulate counterfactuals must be always specified by the user and condition_type
is required if the method is “u_find”.rflist
).simdata
and simdata_obs
revised when missing data mechanism is present.uflist
) and missingness indicators (rflist
).cfid
.fairness
for fairness evaluation via counterfactual simulation.counterfactual
to simulate counterfactuals for continuous and discrete variables.SCM
to add and remove vertices.SCM
to obtain parents, children, ancestors and descendants of a set of vertices.LinearGaussianSCM
for random linear Gaussian SCMs.analytic_linear_gaussian
, analytic_linear_gaussian_conditining
to work with linear Gaussian SCMs.ParallelWorld
to enable more general counterfactual simulations.NEWS.md
file to track changes to the package.These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.